We Solve the ML/AI Last Mile Problem

Exploratory Sciences builds enterprise solutions that unlock value from ML and AI. Our technology enables organizations to move from model development to business impact in minutes, not weeks.

The ML/AI Deployment Challenge

Enterprises struggle to realize ROI on ML/AI because they spend disproportionately on model operations, instead of on model development. Setting up cloud security and infrastructure, defining integration points, and managing model versioning consume valuable resources and impede the iterations that drive better models. This operational overhead limits data science teams’ capacity for the model development that actually drives real business value.


ML/AI deployment delays squander precious opportunities to establish first-mover advantage as ML/AI-enabled organizations.

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metaPlay is our patented ML/AI delivery platform that solves the last mile problem through composable, reusable workflows.

🔀 Composable Workflows

Data integrations, pipelines, and models are structured as reusable objects. Build once, reuse everywhere. Every model you deploy makes the next one faster.

✓ Best-in-Class Validation

Align models to rigorous performance standards before reaching production. Built-in testing and complete provenance prevent the 68% ML/AI production failure rate.

🛡️ Zero-Trust Security

Automated, self-service deployment with enterprise-grade security. Authentication and access challenges protect every request, and all user-defined code is automatically committed to Git.

🤝 Built for Your Team's Success


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For Data Science Teams

Deploy models to production in minutes with built-in validation, complete provenance and security

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For Engineering Leaders

Enable seamless collaboration between data science and engineering through highly reproducible workflows

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For AI Strategy & Innovation Leaders

Establish first-mover advantage through rapid enterprise ML/AI iterations

Ready to solve your ML/AI Last Mile problem?

Speak to Sales